The CMLH at CMU was founded in 2015 under the umbrella of the Pittsburgh Health Data Alliance (PHDA), a collaboration between CMU, the University of Pittsburgh and UPMC. This unique collaboration unites world-class computer science, artificial intelligence and medical research from CMU and Pitt with clinical expertise and data from UPMC to facilitate innovation in digital health. Our projects focus on three areas: healthcare outcomes, consumer-oriented healthcare, and healthcare infrastructure and efficiencies.